#documentation hackathon ideas

6 ideas across 2 categories · 1 beginner · 4 intermediate · 1 advanced. Sorted by judging fit (editorial estimate).

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Productivity
Screen Recording to SOP
Record a task once and get a step-by-step guide with screenshots
Advanced24h1–3
WhisperFFmpegLLM
17/20
Productivity
Stale Wiki Page Detector
Find internal docs that are outdated or contradict each other
Intermediate14h1–2
EmbeddingsLLMPostgres
17/20
Devtools
Docs Drift Detector
Find docs that no longer match the code
Intermediate14h1–2
Tree-sitterLLMGitHub Actions
17/20
Devtools
Guided Code Tours
Record step-by-step tours through a codebase that newcomers can follow
Intermediate14h1–2
Tree-sitterLLMNext.js
17/20
Devtools
Code History Explainer
Ask why a line of code exists and get the story from commits and PRs
Intermediate14h1–2
GitGitHub APILLM
17/20
Devtools
Repo README Generator
Writes a solid README from the repo’s code
Beginner12h1–2
Node.jsLLMMarkdown
14/20

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